Inria Prize

Jean-Michel Muller, the father of the French computer arithmetic community

Date:

Changed on 26/11/2025

A visionary researcher, Jean-Michel Muller is known for his work on the representation of numbers on computers, arithmetic algorithms, the study of rounding errors and the reliability of numerical calculation methods. His research is particularly innovative in the field of computer circuit and software design. Today, his remarkable scientific career is being recognised with the 2025 Inria – Académie des Sciences Grand Prize.

At the head of a veritable scientific lineage

Jean-Michel Muller is undoubtedly a pioneer in digital computing! As Director of Research at the CNRS at the LIP (Laboratory of Parallel Computing) laboratory, he was one of the first to work on computer arithmetic in France. It is thanks to him that French expertise has developed so much and is so well recognised internationally.

‘I think that if I am sometimes referred to as the father of this community,’ he confides, ‘it is mainly because I am at the head of a veritable scientific lineage. Those in France who work on the subject and have contributed to its growth are almost all former doctoral students, and their own students...’

A passion for research, combining mathematics and computer science

What drives him? ‘It's knowledge, the desire to learn and understand!’ After graduating from Ensimag in 1983, Jean-Michel Muller quickly realised that he was cut out for research and sought out the professors who inspired him most, particularly François Robert, a pioneer in neural networks in Grenoble, among other things. ‘I did my thesis in applied mathematics in his team at the Institut National Polytechnique de Grenoble, under the supervision of Michel Cosnard, who later became president of Inria.’

Michel Cosnard then joined the ENS in Lyon, and Jean-Michel Muller followed him in 1989, with an exciting prospect: to participate in the creation of the ENS's computer science laboratory. Here, the CNRS welcomed him as a research fellow. He took the opportunity to set up a computer arithmetic team in Lyon.

Verbatim

I felt like a fish in water, with the freedom I needed to conduct my research. This fruitful freedom allowed me to explore many avenues, including silico-algorithms—algorithms specifically designed to be executed on circuits—and floating-point arithmetic.

Meeting the challenges of number representation

In concrete terms, what does computer arithmetic consist of? It encompasses all the methods, circuits and algorithms that enable calculations to be performed on machines, with reliability being the primary concern. ‘All calculations are built on top of the arithmetic of our machines. If we compromise on reliability, it's like building on quicksand,’ explains Jean-Michel Muller. The difficulty is that computers can only represent a limited number of values. And with each calculation, a small rounding error can creep in. Multiplied by billions of operations, micro-errors can accumulate and skew the results.'

The solution favoured by the researcher and his team was to ensure that each operation and each function produced a result as close as possible to the exact theoretical result. Subsequently recommended through an international standard, this property, known as ‘correct rounding’, enables the design of more accurate algorithms and, ultimately, more efficient software and computer circuits. In this context, Jean-Michel Muller and his colleagues also helped solve a thorny arithmetic problem known as the ‘table maker's dilemma’. The solution consists of determining, among the numbers that can be represented by a machine, which one has a mathematical function (such as exponentials and sines) closest to the midpoint between two consecutive numbers.

Verbatim

I am delighted to receive the Inria–Academies of Science Grand Prize. I am not receiving it for myself alone, but for the entire French computer arithmetic community.

Major international collaborations

Today, the team to which Jean-Michel Muller has contributed for over 30 years, shared between Inria, the CNRS, the ENS Lyon and Claude Bernard Lyon 1 University, has become a global benchmark. First named Arénaire, in reference to Archimedes' treatise on large numbers, then AriC, it is now called Pascaline, after the calculating machine invented by Blaise Pascal. His work has flourished through large-scale international collaborations, notably with Milos Ercegovac from the United States and Peter Kornerup from Denmark. Together with them, Jean-Michel Muller has organised leading conferences in the field, such as ARITH (International Symposium on Computer Arithmetic).

'Our work was based on interactions with scientists from various disciplines: experts in number theory, circuits, source code translation programmes into machine language, computer-assisted proof... This interdisciplinary approach is particularly enriching!' Jean-Michel Muller now focuses on passing on his knowledge to young researchers and through the books he has written, which are regularly reprinted. A valuable scientific legacy.

Express biography

  • 1985 : PhD in Applied Mathematics at the Grenoble National Polytechnic Institute
  • 1986 : CNRS research fellow
  • 1989 : authorisation to supervise research at INPG and transfer to ENS Lyon
  • 1990 : bronze medal from the CNRS
  • 1998 : CNRS research director, founder of the Inria Arénaire project team and member of the Inria evaluation committee
  • 2001 : Director of the LIP at the ENS Lyon
  • 2006 : project manager in the ST2I department of the CNRS
  • 2010 : member of the scientific council of the ENS Lyon
  • 2013 : Co-director of the GDR Informatique Mathématiques (Computer Science and Mathematics Research Group), bringing together 2,000 researchers, until 2023, exceptional class research director and CNRS silver medal winner
  • 2025 : winner of the Inria – Academies of Science Grand Prize

 

What if you weren't a researcher?

‘During my studies, I led a double life as a scientist and musician. So without hesitation, if I hadn't been a researcher, I would have been a musician! It's a passion that has always been with me: alongside my career, I was an amateur choir conductor for 30 years. My fondest memory? Conducting Fauré's Requiem.’

Who is your favourite scientist?

‘Nobel Prize-winning physicist Richard Feynman is the scientist I admire most. Firstly, for the breadth of his research and the impact of his work. Secondly, because he didn't take himself too seriously and loved to laugh. And finally, because he was an exceptional communicator.’

Find out more